Jieyi Cai — accepted AI-conference papers

2025

OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining

Bingzhi Chen, Sisi Fu, Xiaocheng Fang, Jieyi Cai, Boya Zhang, Minhua Lu +1

CVPR 2025poster

In clinical practice, panoramic dental radiography is a widely employed imaging technique that can provide a detailed and comprehensive view of dental structures and surrounding tissues for identifying various oral anomalies. However, due to the complexity of oral anomalies and the scarcity of avail…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2025

Towards Differential Optimization: Rehearsal-Free Class-Incremental Learning with Slow Learners and Fast Adapters

Yinghong Chen, Huanjia Zhu, Jieyi Cai, Huanyu Liu, Jun Liang, Bingzhi Chen

ICASSP 2025accepted

Class-incremental learning (CIL) enables models to learn new tasks without forgetting previously acquired knowledge. However, existing CIL approaches often struggle with inadequate adaptation to task-specific feature spaces and catastrophic forgetting of previously-acquired knowledge, compromising t…

Cited by 0 Source ↗Scholar ↗